Accuracy of Perceptron based beamforming for embedded smart and MIMO antennas

• Main Authors: Senthilkumar, K.S., Pirapaharan, K., Lakshmanan, Gurusamy, Hoole, P.R.P, Hoole, S.R.H.
• Format: E-Article
• Language: English
• Published: IEEE 2017
• Subjects: T Technology (General)
• Online Access: http://ir.unimas.my/id/eprint/15721/1/Accuracy%20of%20Perceptron%20Based%20Beamforming%20%28abstract%29.pdf; http://ir.unimas.my/id/eprint/15721/; http://ieeexplore.ieee.org/document/7803215/
• Institution: Universiti Malaysia Sarawak

Array antennas have a nonlinear, complex relationship between the antenna beams generated and the array input functions that generate the steerable beams. In this paper we demonstrate the use of a simple, computationally less intensive Perceptron Neural Network with non-linear sigmoid activation fun...